Michael Johnstone

37 papers B 4C 1Misc 3Journal 15Unranked 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advances and Trends in Terrain Classification Methods for Off-Road Perception.
J. Field Robotics
Tanzila Arafin, Anwar Hosen, Zoran Najdovski, Lei Wei, Mohammad Rokonuzzaman, Michael Johnstone
2025 — conf
Enhancing Biogas Energy Production Forecasting with Box-Cox Transformation and Prediction Interval Methods.
SysCon
Nazmus Sakib, Mohammad Anwar Hosen, Burhan Khan, Bruce Gunn, Michael Johnstone
2025 B conf
Exploring Backbones for DeepLabv3+ in Semantic Segmentation for Driving Scene Understanding.
SMC
Mohammad Omar Faruk, Nazmus Sakib, Mohammad Anwar Hosen, Michael Johnstone
2025 J jnl
Prediction Interval in Renewable Energy Forecasting: A Comprehensive Review of Uncertainty Quantification Methods.
IEEE Access
Nazmus Sakib, Mohammad Anwar Hosen, Burhan Khan, Bruce Gunn, Michael Johnstone
2024 — conf
A Many-objective Evolutionary Algorithm Approach for Graph Visualization.
SysCon
Burhan Khan, Michael Johnstone, Douglas C. Creighton
2023 — conf
Computation of Minimum Number of Automated Guided Vehicles (AGVs) with Battery Charging.
IEEA
Haafizah Rameeza Shaukat, Bruce Gunn, Michael Johnstone, Douglas C. Creighton
2023 J jnl
Enhancing the Harris' Hawk optimiser for single- and multi-objective optimisation.
Soft Comput.
Yit Hong Choo, Zheng Cai, Vu Le, Michael Johnstone, Douglas C. Creighton, Chee Peng Lim
2023 J jnl
Towards designing a generic and comprehensive deep reinforcement learning framework.
Appl. Intell.
Ngoc Duy Nguyen, Thanh Thi Nguyen, Nhat Truong Pham, Hai Nguyen, Dang Tu Nguyen, Thanh Dang Nguyen, Chee Peng Lim, Michael Johnstone, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi
2022 — conf
Improving high value manufacturing with simulation-based Bayesian Optimisation.
SysCon
Bruce Gunn, Imali T. Hettiarachchi, Michael Johnstone, Vu Le, Douglas C. Creighton, Luke Preston
2021 — conf
Application Based Cigarette Detection on Social Media Platforms Using Machine Learning Algorithms.
FDSE
Muhammad Umer Hashmi, Ngoc Duy Nguyen, Michael Johnstone, Kathryn Backholer, Asim Bhatti
2021 J jnl
Dynamic time warp-based clustering: Application of machine learning algorithms to simulation input modelling.
Expert Syst. Appl.
James Zhang, Michael Johnstone, Vu Le, Burhan Khan, Mohammad Anwar Hosen, Douglas C. Creighton, Jessica Carney, Andy Wilson, Michael Lynch
2020 J jnl
Tools and analytic techniques to synthesise community knowledge in CBPR using computer-mediated participatory system modelling.
npj Digit. Medicine
Joshua Hayward, Saraya Morton, Michael Johnstone, Douglas C. Creighton, Steven Allender
2019 J jnl
A scalarization-based dominance evolutionary algorithm for many-objective optimization.
Inf. Sci.
Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
2019 — conf
An Improved Scalarization-based Dominance Evolutionary Algorithm for Many-Objective Optimization.
SysCon
Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
2018 — conf
Multi-objective job shop scheduling using i-NSGA-III.
SysCon
Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
2017 — conf
A framework for designing active Pan-Tilt-Zoom (PTZ) camera networks for surveillance applications.
SysCon
Samer Hanoun, James Zhang, Vu Le, Burhan Khan, Michael Johnstone, Michael Fielding, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi
2017 — conf
A new decomposition-based evolutionary framework for many-objective optimization.
SysCon
Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
2016 B conf
Improved NSGA-III using neighborhood information and scalarization.
SMC
Burhan Khan, Michael Johnstone, Samer Hanoun, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi
2015 J jnl
A dynamic time warped clustering technique for discrete event simulation-based system analysis.
Expert Syst. Appl.
Michael Johnstone, Vu Thanh Le, James Zhang, Bruce Gunn, Saeid Nahavandi, Douglas C. Creighton
2015 Misc conf
Evaluation of tender solutions for aviation training using discrete event simulation and best performance criteria.
WSC
Ana Novak, Luke Tracey, Vivian Nguyen, Michael Johnstone, Vu Le, Douglas C. Creighton
2015 — conf
Optimal Feature Subset Selection for Neuron Spike Sorting Using the Genetic Algorithm.
ICONIP (2)
Burhan Khan, Asim Bhatti, Michael Johnstone, Samer Hanoun, Douglas C. Creighton, Saeid Nahavandi
2015 J jnl
Simulation-based baggage handling system merge analysis.
Simul. Model. Pract. Theory
Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi
2013 J jnl
A novel modular Q-learning architecture to improve performance under incomplete learning in a grid soccer game.
Eng. Appl. Artif. Intell.
Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton
2013 C conf
An effective heuristic for stockyard planning and machinery scheduling at a coal handling facility.
INDIN
Samer Hanoun, Burhan Khan, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton
2013 J jnl
An efficient implementation of Bailey and Borwein's algorithm for parallel random number generation on graphics processing units.
Computing
Gleb Beliakov, Michael Johnstone, Douglas C. Creighton, Tim Wilkin
2013 — conf
Dynamic control of skilled and unskilled labour task assignments.
AIM
Vu Thanh Le, James Zhang, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton
2013 J jnl
Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers.
Comput. Phys. Commun.
Gleb Beliakov, Douglas C. Creighton, Michael Johnstone, Tim Wilkin
2013 B conf
Intelligent Traffic Light Control of Isolated Intersections Using Machine Learning Methods.
SMC
Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton
2013 — conf
Q-learning method for controlling traffic signal phase time in a single intersection.
ITSC
Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton
2012 B conf
A generalised data analysis approach for baggage handling systems simulation.
SMC
Vu Thanh Le, James Zhang, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton
2012 J jnl
Computing of high breakdown regression estimators without sorting on graphics processing units.
Computing
Gleb Beliakov, Michael Johnstone, Saeid Nahavandi
2012 — conf
Discrete Event Simulation Enabled High Level Emulation of a Distribution Centre.
UKSim
James Zhang, Vu Le, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton
2012 J jnl
Parallel random variates generator for GPUs based on normal numbers
CoRR
Gleb Beliakov, Michael Johnstone, Douglas C. Creighton, Tim Wilkin
2010 J jnl
Status-based Routing in Baggage Handling Systems: Searching Verses Learning.
IEEE Trans. Syst. Man Cybern. Part C
Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi
2010 — conf
The Significance of Learning Style with Respect to Achievement in First Year Programming Students.
Australian Software Engineering Conference
Vivian Campbell, Michael Johnstone
2009 Misc conf
A Dynamic Architecture for Increased Passenger Queue Model Fidelity.
WSC
Michael Johnstone, Vu Le, Saeid Nahavandi, Douglas C. Creighton
2007 Misc conf
Enabling industrial scale simulation/emulation models.
WSC
Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi